{"id":"W2978140250","doi":"10.1111/petr.13591","title":"High depression rates among pediatric renal replacement therapy patients: A cross‐sectional study","year":2019,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Renal replacement therapy; Peritoneal dialysis; Depression (economics); Cohort; Dialysis; Comorbidity; Hemodialysis; Kidney disease; Pediatrics; Internal medicine; Kidney transplantation; Cross-sectional study; Transplantation; Renal function; Cohort study","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003417661,0.0002288322,0.000261219,0.0003617611,0.0001255202,0.00008041124,0.00009792767,0.00008393266,0.0005805562],"category_scores_gemma":[0.00001325382,0.0001747496,0.0001600273,0.0004420089,0.00001443942,0.0002247681,0.00001709305,0.0001504248,0.0001520124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006720823,"about_ca_system_score_gemma":0.00005298301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001259441,"about_ca_topic_score_gemma":0.00001057742,"domain_scores_codex":[0.9977009,0.0001078851,0.0005539003,0.0005347893,0.0008476715,0.0002548287],"domain_scores_gemma":[0.9991294,0.00007503203,0.0002173236,0.0002666219,0.0001681456,0.0001435057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002178509,0.001662685,0.994276,0.0001872437,0.00009391322,0.00001675446,0.0003030483,0.0007216114,0.0000335187,0.00000771817,0.0002273582,0.0002916767],"study_design_scores_gemma":[0.01081617,0.0008934333,0.9870439,0.00001039736,0.0007710105,0.000001093208,0.00001680454,0.0000851803,0.0001115128,0.00001400794,0.00003895391,0.0001975202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966271,0.0002047103,0.0002709783,0.00001564877,0.0005234419,0.001803698,0.00004036593,0.00008862265,0.0004254462],"genre_scores_gemma":[0.9955126,0.002232184,0.00008960165,0.00007501608,0.0007138028,0.0001358012,0.0007442514,0.00002824426,0.0004685167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008637659,"threshold_uncertainty_score":0.7126083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008714841716713906,"score_gpt":0.264401617439411,"score_spread":0.2556867757226971,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}